Integrated transcriptomics of multiple sclerosis peripheral blood mononuclear cells explored potential biomarkers for the disease by Arman Mokaram Doust Delkhah

“…Lastly, the diagnostic performance of the prominent genes was evaluated by receiver operating characteristic (ROC) analysis. Results: COPG1, RPN1, and KDM3B were initially highlighted as potential biomarkers based on their acceptable diagnostic efficacy in the integrated data, as well as in both GSE141804 and GSE146383 datasets as external validation sets. …”
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Corporate Loyalty or Creative Self-Realization: Management Strategies in the Field of Journalism by N. V. Kazarinova, A. M. Ogorodnova

“…The sociological data for the problematization of the context of managerial communication was the content analysis of interviews with experts and media leaders published on Mediajobs.ru in the Media and Career portal. …”
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Territorial Distribution of Kazakhstan’s Knowledge-Intensive Sectors of the Economy: Opportunities and Prospects by F. M. Dnishev, F. G. Alzhanova, Z. T. Satpayeva

“…System-structural and functional approaches, methods of empirical research, including observation, comparison, generalization, systematization, methods of analysis and synthesis, logical analysis, methods of regional studies, and cluster analysis were used. …”
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Optimization of surgical treatment of cataract in patients with diabetes mellitus by Dmitriy Valentinovich Lipatov, Timofey Alexandrovich Chistyakov, Anatoliy Gennad'evich Kuz'min

“…Materials and methods. Analysis included data on 209 patients (221 eyes) treated from January 2008 to December 2009 in the Department ofRetinopathy and Ophthalmosurgey, Endocrinological Research Centre. …”
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Comparative effects of gong’s mobilization and mobilization with movement in patients with adhesive capsulitis: a randomized clinical trial by Fareeha Amjad, Hasha Asghar

“…For data analysis, within the group differences were measured by Repeated Measure ANOVA and across the group differences were measured by independent t test. …”
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Development and optimization of a bot in Telegram for effective task management in the enterprise by V. A. Vaskin, S. D. Shibaikin, V. V. Nikulin

“…Conclusion.The phased implementation of functionality, from task management, user notification systems, to data processing and analysis, allows us to obtain a fully functional system with a wide range of capabilities. …”
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A machine learning approach to population pharmacokinetic modelling automation by Sam Richardson, Itziar Irurzun Arana, Andrzej Nowojewski, Diansong Zhou, Jacob Leander, Weifeng Tang, Richard Dearden, Megan Gibbs

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Evaluating relapse prophylaxis in addition to interdisciplinary multimodal pain therapy for back pain: a randomised controlled trial by Julia Schmetsdorf, Kathrin Krüger, Jacqueline Posselt, Runde Werner, Hans-Georg Zechel, Thomas Kohlmann, Christian Krauth

“…The group difference was not significant (p = 0.259). Analysis of change scores revealed statistically significant larger improvements of functional capacity and health-related quality of life in the intervention group. …”
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Multi-study fMRI outlooks on subcortical BOLD responses in the stop-signal paradigm by Scott Isherwood, Sarah A Kemp, Steven Miletić, Niek Stevenson, Pierre-Louis Bazin, Birte Forstmann

“…We merge five such datasets, using a novel aggregatory method allowing the unification of raw fMRI data across sites. This meta-analysis, along with other recent aggregatory fMRI studies, does not find evidence for the innervation of the hyperdirect or indirect cortico-basal-ganglia pathways in successful response inhibition. …”
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Bayesian Estimation Strategy for a Newly Developed 2-Component Mixture Model of Exponential Distributions Under Random Censoring Scheme by Zain Ullah, Amjad Ali, Akbar Ali Khan, Mehboob Ali, Ishtiaq Hussain, Rasool Shah

“…Theoretical findings are further validated through simulation studies, as well as real data analysis. The numerical findings depict that the Gamma prior performs better, while the DeGroot loss function yields efficient results for estimating the parameters of a 2-CMMEDs.…”
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Deep neural networks have an inbuilt Occam’s razor by Chris Mingard, Henry Rees, Guillermo Valle-Pérez, Ard A. Louis

“…Combining this with the prior yields an accurate prediction for the posterior, measured for DNNs trained with stochastic gradient descent. This analysis shows that structured data, together with a specific Occam’s razor-like inductive bias towards (Kolmogorov) simple functions that exactly counteracts the exponential growth of the number of functions with complexity, is a key to the success of DNNs.…”
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Locomotive Syndrome Digital Therapeutics Provided via a Smartphone App: Protocol for a Single-Group Trial by Tatsuru Sonobe, Yoshihiro Matsumoto

“…ResultsAs of April 2025, this study had enrolled 47 participants, and complete data had been gathered from 45 participants for the proposed analysis. …”
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Strategic Communications and Corporate Branding: a Study of Jebsen & Jessen Indonesia Group by Heny Wahyu Tamara Dwi Lestari, Dindin Dimyati, Mohammad Shihab

“…Afterwards, it was verified by triangulation to strengthen the credibility of data and continue with analysis process. This research concluded that Jebsen & Jessen Indonesia Group has implemented its corporate branding strategy accordingly to public relations strategic planning process. …”
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Can we identify non-stationary dynamics of trial-to-trial variability? by Emili Balaguer-Ballester, Alejandro Tabas-Diaz, Marcin Budka

“…Identifying sources of the apparent variability in non-stationary scenarios is a fundamental problem in many biological data analysis settings. For instance, neurophysiological responses to the same task often vary from each repetition of the same experiment (trial) to the next. …”
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Health Diagnosis of Roadheader Based on Reference Manifold Learning and Improved K-Means by Xiaodong Ji, Yang Yang, Yuanyuan Qu, Hai Jiang, Miao Wu

“…Firstly, the comparison signal and analysis signal were extracted from the actual collected vibration data of the roadheader, and the referential analysis samples were constructed through time domain and wavelet packet energy analysis. …”
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Research and Design of an Airfield Runway FOD Detection System Based on WSN by Li Ang

“…This paper introduces a designed method of airport runway FOD detection system based on WSN, analyzes function of various image acquisition sensors, and introduces FOD image analysis algorithm. …”
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Effects of left ventricular hypertrophy on prognosis of kidney in patients with chronic kidney disease of stages 3～4 by XIAO Xiao-fen, WANG Xiao-qin, HAN Si-ping

“…Objective To analyze the distribution of left ventricular hypertrophy（LVH） and its effect on renal progression in patients with chronic kidney disease（CKD） of stages 3⁴.Methods We collected the baseline data of 61 patients with CKD stages of 3⁴ who were followed up in Nephrology outpatient of Hubei Provincial Hospital of TCM from February 2012 to February 2016,and found out the distribution of LVH.By following up regularly,we recorded the outcome events including serum creatinine（SCr） double,estimated glomerular filtration rate（eGFR）<15 ml·min^-1·（1.73m²）^-1or 50%reduction,renal replacement therapy or death.And we divided 61 cases into renal function progression group and non-progression group,compared the data between two groups,and used COX risk regression model to analyze risk factors on prognosis of kidney.Results The average follow-up time was（34.70±9.54） months.One case dropped out,and 22 cases entered outcome events,including 12 cases with SCr doubles/50%reduction of eGFR or <15 ml·min^-1·（1.73 m²）^-1,8 cases undergoing maintain hemodialysis and two deaths.The prevelence of left ventricular dilatation,LVH and left ventricular diastolic dysfunction in CKD stages 3⁴ was 22.95%,37.70%,and60.66%respectively.The differences in systolic blood pressure,SCr,eGFR,interventricular septum thickness（IVST）,left ventricular end-diastolic diameter（LVEDd）,left ventricular mass（LVM）,left ventricular mass index（LVMI） and rate of left ventricular enlargement and LVH were significant between renal function progression group and non-progression group（P<0.05）.COX single factor regression analysis showed that systolic blood pressure（P = 0.013）,LVM（P = 0.003）,LVMI（P =0.001）,left ventricular enlargement（P<0.001） and LVH（P = 0.009） could endanger the patients of CKD of stages 3⁴ into the end point events.Multivariate COX proportional hazards regression analysis（enter method） showed risk factors associated with renal function progression in patients of CKD of stages 3⁴ were systolic blood pressure（b=1.075,HR=2.931,P = 0.025）,LVH（b=1.319,HR= 3.740,P = 0.048）.Conclusions LVH was common observed in patients with CKD of stages 3⁴.Early paying attentions to cardiac ultrasound,and timely intervening and controlling blood pressure and structural abnormality of left ventricle are necessary.…”
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Prevalence and Risk Factors of Peripheral Artery Disease in Diabetic Patients: Insights from a Retrospective Cross-Sectional and Cohort Study in Abu Dhabi by Alyahyaee AA, Mahmoud E, AlAzeezi AA, Al Zarooni AAR, Nagelkerke NJ, Baynouna Al Ketbi L

“…Data collected from electronic medical records include demographics, treatment history, comorbidities (hypertension, smoking), lab results (HbA1c, renal function, lipid profile), and findings from sudoscan test used to assess the function of small nerve fibers and evaluate autonomic dysfunction. …”
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Nomogram for predicting postoperative clinical remission of hypertension in patients with adrenal tumors by YuanJian Liao, MingShun Zuo, YongPan Zhu, Te Xu, JiaJia Tang, LongMei Fan, Neng Zhang

“…Patients and methods A retrospective analysis was conducted on data pertaining to 336 patients diagnosed with adrenal tumors and hypertension between January 1, 2012 and December 31, 2022. …”
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RHETORICAL MOVES AND GENRE DEVELOPMENT IN SOFT SCIENCE RESEARCH ARTICLE ABSTRACTS by Isti Tri Wahyuni, Wawan Gunawan, R. Dian Dia-an Muniroh, Eri Kurniawan

“…Consequently, an abstract holds a notable function and is considered as the face of the journal because most readers read the abstract first before going on to read the full paper. …”
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